The Linus Brief — August 13, 2026

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**Long form writing**: Engaging in long-form writing can help improve critical t

Source: https://x.com/madiator/status/2066212104781361175

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The Progymnasmata is a 4th-century AD program by Greek rhetorician Aphtonius tha

This ancient approach emphasizes the importance of writing skills over AI.

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A new triple agonist GLP-1 from Lilly is showing promising results in melting fa

RevMed's pancreatic cancer drug has also shown unprecedented success in treating the disease.

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I learned about a video on YouTube where the author completed challenging 3D pro

The video is 45 minutes long and will be discussed further in subsequent posts. Source:* https://x.com/petergostev/status/2073047118801993910

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The pelican on the bicycle test from @simonw is an experiment to measure model p

A related resource can be found in the LOTR movie code available for public access via karpathy.ai. Additionally, a potential upcoming tool, GTA Hobbiton, might interest those working with game development tools.

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**Tip for Structuring LLM Responses**: Ask your LLM to "structure your response

**Use of Audio as Input Format**: The author suggests using audio as a format to interact with LLMs, potentially for presentations or slide shows.

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FMHY is a website that appears to have gained notoriety for hosting pirated medi

The site's existence might be of interest to those studying online piracy or censorship.

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The tweet advises running an AI lab to ensure that the team has read and underst

The link provided is to a specific article on X.com (formerly known as Twitter Blue) written by Anjney Midha.

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New horizons include applications like menugen, an app that can be fully engulfe

This idea challenges traditional views on the capabilities of LLMs. It could lead to innovative solutions in fields beyond coding.

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Andrew Ng quotes Yann LeCun on why AI safety research is "not just about regulat

Andrew Ng quotes Yann LeCun on why AI safety research is "not just about regulation" but about "changing the goals of the models."

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This tweet doesn't contain any concrete information or resources, but rather an

This tweet doesn't contain any concrete information or resources, but rather an expression of admiration for the company.

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# Built first production-ready racks after successful A0 tapeout and customer te

# Built first production-ready racks after successful A0 tapeout and customer testing # Achieved SOTA throughput, latency, and power efficiency on inference workloads # First racks shipping in summer.

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Joined Anthropic to work on LLMs research and development, with plans to continu

Joined Anthropic to work on LLMs research and development, with plans to continue education-focused projects in the future.

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Supermicro's integrated approach accelerates AI infrastructure development from

Source: https://x.com/Supermicro/status/2084791522487390556

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A list of 50 books recommended for children to read before age 12 has been share

The list includes various genres and authors, providing a potential resource for parents or educators seeking reading material for kids.

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Rewrite the Rust interpreter and runtime system, starting from scratch, to creat

This project aims to reimplement Rust's compiler and runtime in a more modular and extensible way.

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Hooking up a rotary phone to an AI agent for a mechanical display is an interest

Hooking up a rotary phone to an AI agent for a mechanical display is an interesting concept that explores the intersection of old and new technology, providing a simple, distraction-free alternative to modern smartphones.* The project's use of @cursor_ai suggests utilizing machine learning or natural language processin

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Rambling session technique for LLMs: lean back, use voice mode, and verbally exp

Rambling session technique for LLMs: lean back, use voice mode, and verbally explain goals to the model without typing them out.*

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Implementing a personal OS to store all important data in one place can signific

Implementing a personal OS to store all important data in one place can significantly boost productivity.* Miles Deutscher's solution allows for centralized task management, finance tracking, and calendar organization.*

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# Claude Fable 5 is released as an improved version of Mythos, with added safegu

It marks a significant step forward in model development. #AI #MachineLearning

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The author proposes testing the limits of an LLM by providing it a large text pr

This could provide insight into the model's ability to generate coherent content. It also highlights the potential for creative applications.

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# Talkie is a 13B model trained on pre-1931 text, potentially allowing for novel

#LanguageModels #AI

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Two horror novels that could make great film or limited series adaptations are m

The specific titles of the books are not specified in this tweet, but fans of horror may want to explore potential adaptations in the future.

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**Inclusive Human-Centered Design for AI**: Karpathy advocates for designing hum

This approach aims to improve user experience and integration across various platforms.

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A 3-day thigh gap forming exercise video is shared, which also targets the core

The tweet includes a link to access the full video. This could be useful for individuals looking to improve their core strength or body shape.

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Claude can help clean up your digital history, erase old accounts, and reduce pe

It is available for use now via the X.com platform.